Selectively Eradicating Plants

ABSTRACT

A plant eradication system includes a mobile chassis, a camera carried by the mobile chassis and configured to generate images of multiple plants arranged in a bed as the mobile chassis is moved in a direction along the bed, a processor configured to determine respective locations of the multiple plants from the generated images, a controller configured to select one or more target plants from among the multiple plants for eradication, and a rotary cutter carried by the mobile chassis and rotatable about an axis extending in the direction along which the mobile chassis is moved along the bed, wherein the rotary cutter is responsive to the controller to accelerate a blade of the rotary cutter to strike a selected plant as the mobile chassis is moved along the bed, and to decelerate the blade to avoid eradicating unselected plants as the mobile chassis is moved along the bed.

CROSS-REFERENCE TO RELATED APPLICATIONS

This application is a divisional of U.S. patent application Ser. No.13/834,275, filed Mar. 15, 2013, the disclosure of which is expresslyincorporated herein by reference in its entirety.

TECHNICAL FIELD

This invention relates to selectively eradicating plants, and moreparticularly to mechanically thinning and/or weeding crops in anautomated manner.

BACKGROUND

Cultivating crops often involves routine thinning and weeding of thecrops. Thinning a field of plants can include destroying and/or removingcertain plants in order to maintain a desired spacing between remainingplants (e.g., saved plants). Weeding a field of plants can includedestroying and/or removing undesired growths located in proximity to theplants. Thinning and weeding are often performed manually using astandard garden tool (e.g., a hoe) to remove a plant or weed, which canbe a laborious task. Thinning and weeding may also be performed usingchemical treatments (e.g., fertilizers or herbicides) that may besprayed on the plants and weeds to chemically kill the plants and weeds.Such chemical treatments can require precise application, may be limitedin chemical effectiveness, and may be prohibited on certain (e.g.,organic) farms. Additionally, manual and chemical thinning and weedingtechniques may be associated with significant costs, risks to personnelsafety, and risks to food safety.

SUMMARY

The invention involves a realization that mechanically thinning andweeding plants in an automated manner can increase the precision of athinning and weeding operation, while eliminating the need to usechemical treatments, eliminating disadvantages associated with suchtreatments, and reducing costs associated with manual thinning andweeding operations.

One aspect of the invention features a method of selectively eradicatingplants, including generating images of multiple plants arranged in a bedusing a camera mounted to a mobile chassis moving along the bed,determining respective locations of the multiple plants from thegenerated images, selecting from among the multiple plants one or moretarget plants to be eradicated, and eradicating the one or more targetplants by accelerating a blade of a rotary cutter to strike the one ormore target plants as the mobile chassis moves along the bed, and todecelerate the blade to avoid eradicating unselected plants as themobile chassis moves along the bed, wherein the rotary cutter is carriedby the mobile chassis and rotatable about an axis extending in thedirection along which the mobile chassis is moved.

Another aspect of the invention features a plant eradication system thatincludes a mobile chassis, a camera carried by the mobile chassis andconfigured to generate images of the multiple plants arranged in a bedas the mobile chassis is moved in a direction along the bed, a processorconfigured to determine respective locations of the multiple plants fromthe generated images, a controller configured to select one or moretarget plants from among the multiple plants for eradication, and arotary cutter carried by the mobile chassis and rotatable about an axisextending in the direction along which the mobile chassis is moved alongthe bed, wherein the rotary cutter is responsive to the controller toaccelerate a blade of the rotary cutter to strike a selected plant asthe mobile chassis is moved along the bed, and to decelerate the bladeto avoid eradicating unselected plants as the mobile chassis is movedalong the bed.

In some embodiments, the camera that is directed towards the bed and aprocessor is operable to analyze the images.

In certain embodiments, a hood surrounds the camera.

In some embodiments, the method further includes identifying themultiple plants in the image using a recognition algorithm.

In certain embodiments, the multiple plants include one or more ofbeets, carrots, lettuce, romaine, onions, parsnips, radishes, rutabagas,spinach, corn, and turnips.

In certain embodiments, selecting the one or more target plants includescomparing the respective locations of the multiple plants to apredetermined spacing.

In some embodiments, the method further includes identifying one or moreplants that are positioned within the predetermined spacing as the oneor more target plants.

In certain embodiments, eradicating the one or more target plantsincludes severing leaves and stems of the one or more target plants.

In some embodiments, the method further includes identifying one or moreweeds in the bed using a recognition algorithm.

In certain embodiments, the method further includes cutting the one ormore weeds using the rotary cutter.

In some embodiments, the rotary cutter includes one or more armsextending from a rotational center of the rotary cutter and defininggaps therebetween and one or more blades that extend from ends of theone or more arms, respectively.

In certain embodiments, the rotary cutter is responsive to a controllerto position the rotary cutter such that the unselected plants passthrough the one or more gaps.

In some embodiments, the one or more blades are configured to cut themultiple plants.

In certain embodiments, the one or more blades extend from the one ormore arms in a direction of travel of the mobile chassis.

In some embodiments, the one or more blades extend from the one or morearms in a direction opposed to a direction of travel of the mobilechassis.

In certain embodiments, arms of the rotary cutter are oriented within asingle plane.

In some embodiments, arms of the rotary cutter are oriented withinrespective perpendicular planes.

In certain embodiments, the method further includes eradicating the oneor more target plants by dragging the rotary cutter along the bed.

In some embodiments, the rotary cutter is movable via a floating frameconfigured to move vertically as a function of a height of the surfaceof the bed.

In certain embodiments, a vertical adjustment device is mounted to thefloating frame, the vertical adjustment device supporting the rotarycutter.

In some embodiments, prior to eradicating the one or more target plants,the rotary cutter is moved in a lateral direction by an actuatorconfigured to translate the rotary cutter.

In certain embodiments, the images are generated, the respectivelocations of the multiple plants are determined, the one or more targetplants are selected, and the one or more target plants are eradicated,while the mobile chassis moves at a constant speed along the bed.

In some embodiments, the controller is configured to control the rotarycutter via one or more of a rotary motor and an actuator.

In some embodiments, the plant eradication system further includes afloating frame that is configured to move vertically as a function of aheight of a surface of the bed.

In certain embodiments, the plant eradication system further includes avertical adjustment device that is mounted to the floating frame, thevertical adjustment device supporting the rotary cutter.

In some embodiments, the plant eradication system further includes arotary motor that is communicably coupled to the controller and that isconfigured to rotate the cutter.

In certain embodiments, the plant eradication system further includes anactuator that is communicably coupled to the controller and that isconfigured to translate the cutter.

In some embodiments, the plant eradication system further includes anencoder that is communicably coupled to the controller and that isconfigured to detect a speed at which the chassis moves along the bed.

In certain embodiments, the plant eradication system operatesautonomously.

In some embodiments, the plant eradication system is moved along the bedby a tractor.

Embodiments may include one or more of the following advantages. Themethod and system may be used to mechanically thin and weed undesiredplants without damaging desired plants that are to be saved and withoutusing chemical treatments (e.g., fertilizers or herbicides) to removethe undesired plants and weeds. Accordingly, expenses that wouldotherwise be incurred by purchasing and using chemical treatments andthe risks to food safety associated with using such chemical treatmentsmay also be substantially reduced or eliminated. In some examples, themechanical action performed by the plant eradication system can beparticularly beneficial on organic farms, where the use of certainchemical treatments may be prohibited. Furthermore, the automatedactions performed by the plant eradication system can alleviate the needto manually identify and remove undesired plants and weeds, therebysaving time and substantially reducing costs.

The details of one or more embodiments of the invention are set forth inthe accompanying drawings and the description below. Other features,aspects, and advantages of the invention will be apparent from thedescription, drawings, and claims.

BRIEF DESCRIPTION OF THE DRAWINGS

FIG. 1 is a rear perspective view of a thinning and weeding system.

FIG. 2 is a front perspective view of the thinning and weeding system ofFIG. 1.

FIG. 3 is a perspective view showing a portion of the thinning andweeding system of FIG. 1, including a cutter with arms oriented within asingle plane, as the cutter eradicates a plant disposed within a bed ofplants.

FIG. 4 is a perspective view showing the portion of the thinning andweeding system of FIG. 3, including the cutter, as the cutter passesover a plant disposed within the bed of plants.

FIG. 5 is a perspective view showing a portion of the thinning andweeding system of FIG. 1, including a lower frame that supports thecutter of FIG. 3.

FIG. 6 is a rear perspective view showing the portion of the thinningand weeding system of FIG. 5, including the lower frame that supportsthe cutter of FIG. 3.

FIG. 7 is a flow chart of an example process for thinning and/or weedingcrops.

FIG. 8 is a perspective view showing a portion of a thinning and weedingsystem, including a cutter with arms oriented within perpendicularplanes.

FIG. 9 is a perspective view showing a portion of a thinning and weedingsystem, including a cutter with wide-blade knives.

FIG. 10 is a perspective view showing a portion of a thinning andweeding system, including a cutter with a single arm and knife.

FIG. 11 is a rear perspective view of the thinning and weeding system ofFIG. 1, assembled with a tractor.

Like reference symbols in the various figures indicate like elements.

DETAILED DESCRIPTION

A thinning and weeding system for thinning and weeding a variety ofcrops will be described below. In some embodiments, the thinning andweeding system includes mechanical cutters, a machine vision system, andassociated control elements that allow the thinning and weeding systemto mechanically remove undesired crops and save desired crops in anautomated manner, thereby substantially eliminating a need to usechemical treatments for thinning and weeding the crops. In someexamples, the crops may be planted by seed. Example crops that may bethinned and weeded by the thinning and weeding system include beets,carrots, lettuce, romaine, onions, parsnips, radishes, rutabagas,spinach, corn, turnips, and other crops.

FIGS. 1 and 2 display rear and front perspective views, respectively, ofa thinning and weeding system 100 that is operable to mechanically thinand weed a variety crops in an automated manner. In some examples, thethinning and weeding system 100 may be configured to operateautonomously, as will be described in more detail below, or may beconfigured to operate with other vehicles, as will be described indetail with respect to FIG. 11. In the example of FIGS. 1 and 2, thethinning and weeding system 100 is positioned over two spaced apart beds101 of plants 103 that are located in a field of plants. As illustrated,the plants 103 are arranged in two opposing seed lines 105 along asurface 107 of each bed 101. In some examples, the beds 101 may bespaced about 14 inches to about 22 inches (e.g., 18 inches) apart,depending on the type of plants 103 being cultivated in the beds 101. Insome examples, the two opposing seed lines 105 of plants 103 may bespaced about 10 inches to about 14 inches (e.g., 12 inches) apart alongthe bed 101, depending on the type of plants 103 being cultivated in thebeds 101. In some examples, the plants 103 may be spaced about 1.5inches to about 2 inches (e.g., 1.75 inches) apart, depending on thetype of plants 103 being cultivated.

The thinning and weeding system 100 includes an upper frame 102supported by four outer wheels 104, two adjacent lower frames 106 thatare each supported by two inner wheels 108, and two electricalenclosures 110 mounted to opposing sides of the upper frame 102. Thethinning and weeding system 100 further includes a machine vision system112 that identifies plants 103 and weeds (not shown) that need to beremoved from the surfaces 107 of the beds 101 and a programmable logiccontroller (PLC) that is located within one of the electrical enclosures110 and that is electrically coupled to the machine vision system 112.The thinning and weeding system 100 additionally includes four cutters114 that are operable to mechanically remove the identified plants 103and weeds from the surfaces 107 of the beds 101, four respective motors116 that are operable to rotate the cutters 114, and an encoder 128 thatis operable to detect an angular velocity of the outer wheels 104.Additionally, the thinning and weeding system 100 includes a GPS system(located, for example, within one of the electrical enclosures 110) thatprovides a field location to the PLC and a generator (not shown) thatprovides power to the thinning and weeding system 100. The thinning andweeding system 100 further includes high capacity batteries 120 that canpower the thinning and weeding system 100 for a limited period of timeshould the generator malfunction.

The various components of the thinning and weeding system 100 may bepowered by, for example, hydraulic or electrical mechanisms that areknown to a person skilled in the art. In some examples, the generatorconverts the hydraulic power to electrical power to providefunctionality to the various components of the thinning and weedingsystem 100.

In some embodiments, the outer wheels 104 have a radius of about 6inches to about 12 inches (e.g., 9 inches), thereby positioning theupper frame 102 (e.g., and any components mounted to the upper frame102) of the thinning and weeding system 100 above the level of thefield. In some embodiments, the inner wheels 108 have a radius of about2 inches to about 4 inches (e.g., 3 inches), thereby positioning thelower frames 106 (e.g., and any components mounted to the lower frame106) of the thinning and weeding system 100 above the surfaces 107 ofthe beds 101 of plants 103. In this manner, the lower frames 106 arefloating frames that have an adjustable height relative to the upperframe 102 such that the thinning and weeding system 100 may adapt to avariable height of the surfaces 107 of the beds 101 of plants 103. Asillustrated, the lower frames 106 are attached to opposing sides of theupper frame 102 such that each lower frame 106 is aligned with arespective bed 101 of plants 103. In some embodiments, the lower frame106 is attached to the upper frame via a four bar linkage mechanism.

Still referring to FIGS. 1 and 2, the machine vision system 112 includestwo cameras 122 and two respective hoods 124 that surround the cameras122. The cameras 122 and the hoods 124 are located along a frontalmember 126 of the upper frame 102. The cameras 122 are oriented andpositioned to image respective fields of view along the beds 101 ofplants 103. In the example embodiment of FIGS. 1 and 2, the cameras 122and the respective hoods 124 may be spaced apart by about 38 inches toabout 44 inches (e.g., 40 inches) along the frontal member 126 of theupper frame 102. The hoods 124 are adapted to block (e.g., reduce theamount of) natural light (e.g., which varies depending on a season,weather, and a time of day) from impinging upon the fields of view.

The cameras 122 include light-emitting diodes (LEDs) and filters forsufficient illumination and desired image characteristics. The cameras122 may be standard resolution, color video graphics array (VGA) camerasknown to a person skilled in the art. For example, the cameras 122 mayhave a pixel count of 480×640, thereby allowing each camera 122 tocapture both seed lines 105 of the respective bed 101 of plants 103within one field of view (e.g., a 14 inch×18 inch field of view). Thecamera resolution (e.g., pixel dimension) of such a field of view may be0.030 inch, which is adequate for identifying individual leaves of theplants 103 and weeds. Processors of the cameras 122 may have a frameprocessing time of 25 ms and accordingly allow the cameras 122 toacquire images at a rate of 40 fps, which is fast enough to maplocations of the plants 103 while the thinning and weeding system 100moves at a predetermined speed (e.g., 2 ft/sec). Following capture of animage by a camera 122, the image is processed by the processor of thecamera 122 and further analyzed according to an algorithm thatidentifies a location (e.g., using an XY coordinate system) of a plant103 or weed with respect to the camera 122, as will be described in moredetail with respect to FIG. 7.

FIGS. 3 and 4 display perspective views of one of the cutters 114 whilecutting an undesired plant 103 and while saving a desired plant 103 and,respectively. Two cutters 114 are mounted to each lower frame 106 andare spaced apart such that the cutters 114 are located on opposing sidesof the inner wheels 108 of the respective lower frames 106. The cutter114 is operable to rotate with respect to the lower frame 106 about anaxis this parallel to a direction of travel of the thinning and weedingsystem 100. Each cutter 114 is rotated by the respective motors 116(e.g., servo-controlled motors) located near centers of the cutters 114,as will be described in more detail with respect to FIG. 7.

The cutter 114 includes four arms 115 and four respective knives 132(e.g., blades) that extend from ends of the arms 115. The arms 115 ofthe cutter 114 have a generally rectangular shape and are orientedwithin a single plane that is substantially perpendicular to a directionof travel of the thinning and weeding system 100. The arms 115 of thecutter 114 are further oriented perpendicular to each other.Accordingly, the knives 132 are spaced about 90 degrees apart from eachother. The configuration of the cutter 114 defines four gaps 130 thatallow desired plants 103 to be saved as the cutter 114 rotates withrespect to the lower frame 106 while the thinning and weeding system 100moves along the beds 101 of plants 103. Accordingly, the gaps 130include an angle of about 90 degrees. The arms 115 of the cutter 114 aregenerally sized such that the gaps 130 of the cutter 114 may be alignedto surround the desired plants 103 as the cutter 116 rotates. In someexamples, the arms 115 have a width of about ¾ inch to about 1.5 inches(e.g., 1 inch), a length of about 4 inches to about 6 inches (e.g., 5inches), and a thickness of about ⅛ inch to about ⅜ inch (e.g., ¼ inch).In some examples, the cutter 114 may be rotated at a speed of about 150rpm to about 250 rpm (e.g., 200 rpm).

The knives 132 are configured to sever leaves and stems from roots ofundesired plants 103 as the cutter 114 rotates with respect to the lowerframe 106 while the thinning and weeding system 100 moves along the beds101 of plants 103. The knives 132 extend substantially perpendicularlyfrom respective ends of the arms 115 towards the direction of travel ofthe thinning and weeding system 100. The knives 132 have a generallytriangular shape. In some examples, the knives 132 have a width of about¾ inches to about 1.5 inches (e.g., 1 inch), a length of about 1.5inches to about 3 inches (e.g., 2 inches), and a thickness of about 1/16inch to about 3/16 inch (e.g., ⅛ inch).

FIGS. 5 and 6 displays perspective views of two cutters 114 supported bythe lower frame 106 of the thinning and weeding system 100. Inparticular, each cutter 114 is supported by a vertical adjustment device134 that is mounted to the lower frame 106 and that includes an internalrotating gear mechanism (e.g., a threaded rod). The vertical adjustmentdevice 134 can variably lower the cutter 114 to an appropriate locationabove the surface 107 of the bed 101. Additionally, two actuators 136(e.g., servo drive actuators) are located on each lower frame 106 andare operable to translate the respective cutters 114 in a directiontransverse to the seed lines 105 such that the cutters 114 can bealigned with the seed lines 105 as the seed lines 105 vary in position(e.g., lateral position). Accordingly, the cutters 114 may also bepositioned to remove weeds located between the opposing seed lines 105.Cam rollers 138 mounted to respective vertical adjustment devices 134allow the cutters 114 to move smoothly with respect to the lower frames106 as the thinning and weeding system 100 moves along the beds 101 ofplants 103.

In operation, the thinning and weeding system 100 travels along the beds101 of plants 103. In some examples, the thinning and weeding system 100travels in an autonomous manner. For example, the thinning and weedingsystem 100 uses analyses of the images captured by the machine visionsystem 112, as well as field locations provided by the GPS system, toguide itself along the beds 101 of plants 103. Additionally, thethinning and weeding system 100 uses a field mapping provided by the GPSsystem to determine when the thinning and weeding system 100 has reachedan edge of the field and accordingly when to turn and travel in adifferent direction.

As the thinning and weeding system 100 travels in the field, wirelesscommunication is maintained over a network between a remote operator andthe PLC controller and GPS system so that a status of the thinning andweeding system 100 can be monitored. Example parameters that may bemonitored by the remote operator include a field location of thethinning and weeding system 100, a velocity of the thinning and weedingsystem 100 (e.g., an angular velocity of the outer wheels 104 and theinner wheels 108), a number and location of plants 103 that have beeneradicated, a number and location of plants 103 that have been saved, aframe rate of the camera, and a rotational speed of the cutter 114. Theremote operator may change any of such parameters by sending a signalthat includes a corresponding instruction over the network to the PLC ofthe thinning and weeding system 100. The PLC may accordingly control thecorresponding components of the thinning and weeding system 100. In someexamples, the remote operator may monitor and control multiple thinningand weeding systems 100 simultaneously.

In some examples, the thinning and weeding system 100 travels at a speedof about 1 ft/sec to about 3 ft/sec (e.g., about 2 ft/sec). The thinningand weeding system 100 moves with respect to the beds 101 of plants 103such that each camera 122 images a respective bed 101 of plants 103.Accordingly, the outer wheels 104 rotate along outer edges of the beds101, and the inner wheels 108 rotate between opposing seed lines 105 ofrespective beds 101.

FIG. 7 displays a flow chart of an example process 200 that may beimplemented to thin and/or weed the beds 101 of plants 103 using, forexample, the thinning and weeding system 100. As the thinning andweeding system 100 travels, the cameras 122 generate images of the beds101 of plants 103 (202). In some examples, the cameras 122 acquireimages at a rate of 20 fps to 60 fps (e.g., 40 fps). In some examples,the filters on the cameras 122 may produce an image that highlights theplants 103 and weeds in respective desired colors and shows the soil ingrayscale. Once the images are acquired, the images are analyzed usingalgorithms implemented by the respective camera processors. The imagesmay be analyzed using standard algorithms known to a person skilled inthe art. In some examples, the analysis identifies the individual plants103 and weeds and determines their respective locations (e.g., in an XYcoordinate system) (204) with respect to the camera 122. In someexamples, the processor may distinguish a plant 103 from a weed using astandard recognition algorithm (e.g., pattern recognition) known to aperson skilled in the art. The locations of the identified plants 103and weeds are sent to the PLC, and the PLC determines which plants 103(e.g., selects target plants) and weeds should be removed from thesurface 107 of the beds 101 (206) and which plants 103 should be saved.In some examples, the PLC determines which plants 103 should be removedand which plants 103 should be saved by comparing the locations of theidentified plants 103 to a predetermined spacing between consecutiveplants 103. For example, plants 103 located at certain intervallocations (e.g., corresponding to the predetermined spacing) may besaved, while plants 103 located within the interval locations may beeradicated. In some examples, the predetermined spacing may be betweenabout 8 inches and about 12 inches (e.g., 10.5 inches), depending on thetype of plants 103 being cultivated.

As the thinning and weeding system 100 travels along the beds 101 ofplants 103, the encoder 128 monitors an angular speed of the outerwheels 104 and sends this information to the PLC. Using the speed of theouter wheels 104 and the determination of which plants 103 should bedestroyed and saved, the PLC determines a relationship (e.g., calculatesa distance) between the cutters 114 and the plants 103 and weeds. ThePLC accordingly controls the motors 116 and the actuators 136 such thatthe cutters 114 eradicate the undesired plants 103 and weeds by cuttingthe undesired plants and weeds (208) and pass over the desired plants103. For example, the cutters 114 may be rotationally accelerated suchthat the cutters 114 sever leaves from the undesired plants 103 andweeds (e.g., thereby preventing the plants 103 and weeds from growingfurther). In some examples, the cutters 114 may be rotationallydecelerated such that the cutters 114 avoid desired plants 103 (e.g.,such that the gaps 130 of the cutters 114 surround the desired plants103). In this manner, the cutters 114 are rotated at a variable angularspeed according to which plants 103 will be destroyed and which plants103 will be saved. In some examples, two opposing cutters 114 may berotated synchronously along opposing seed lines 105. In some examples,the two opposing cutters 114 may be rotated asynchronously along theopposing seed lines 105.

Accordingly, the thinning and weeding system 100 may be used tomechanically eradicate undesired plants 103 and weeds within the beds101 of plants 103 without damaging the desired plants 103 that are to besaved and without using chemical treatments (e.g., fertilizers orherbicides) to eradicate the undesired plants 103 and weeds.Accordingly, expenses that would otherwise be incurred by purchasing andusing chemical treatments and the risks to food safety associated withusing such chemical treatments may also be substantially reduced oreliminated. In some examples, the mechanical action performed by thethinning and weeding system 100 can be particularly beneficial onorganic farms, where the use of certain chemical treatments may beprohibited. Furthermore, such automated actions performed by thethinning and weeding system 100 can alleviate the need to manuallyidentify and remove undesired plants 103 and weeds, thereby saving timeand substantially reducing costs.

While the thinning and weeding system 100 has been described andillustrated as including two lower frames 106 with respective cameras122, cutters 114, and other associated components, in some embodiments,a thinning and weeding system may include more than two lower frameswith respective cameras, cutters, and other associated components inorder to thin and weed multiple respective beds of plants. In suchcases, an upper frame of the thinning and weeding system may be sizedfor appropriate accommodation of the number of lower frames.

While the thinning and weeding system 100 has been described andillustrated as including two cutters 114 located on opposing sides ofthe inner wheels 108 of the lower frames 106, in some embodiments, athinning and weeding system may include a different number of cutters114 (e.g., three cutters 114) in order to thin and weed a bed of plants103 including more than two seed lines 105 or in order to remove weedslocated between the seed lines 105.

While the thinning and weeding system 100 has been described asincluding the cutter 114 with arms 115 that are oriented in a singleplane that is substantially perpendicular to the direction of travel ofthe thinning and weeding system 100, in some embodiments, a thinning andweeding system may include a cutter with arms that are oriented inrespective perpendicular planes. For example, FIG. 8 displays aperspective view of a portion of a thinning and weeding system 300 thatincludes a cutter 314 that includes arms 315 that are oriented inrespective perpendicular planes. The thinning and weeding system 300 issubstantially similar in construction and function to the thinning andweeding system 100, with the exception that the thinning and weedingsystem 300 includes the cutter 314 instead of the cutter 114. Forexample, the thinning and weeding system 300 includes the machine visionsystem 112, the lower frames 106, the inner wheels 108, the verticaladjustment devices 134, the motors 116, the actuators 136, and othercomponents of the thinning and weeding system 100.

The cutter 314 is substantially similar in construction to the cutter114, with the exception that arms 315 of the cutter 314 are oriented inrespective planes that are perpendicular to each other. Accordingly, thecutter 314 defines four gaps 330 that are spaced about 90 degrees fromeach other and includes the knives 132. In some examples, the cutter 314may not be rotated but instead may be translated (e.g., pulled) alongwith the movement of the lower frame 106 in order to cut a series ofundesired plants 103 and is operable to rotate with respect to the lowerframe 106 in order to cut certain plants 103. In some examples, once thecutter 314 approaches a plant 103 to be saved, the cutter 314 may berotated such that the cutter 314 passes over the plant 103. In someexamples, the cutter 314 may be rotated at a speed of about 20 rpm toabout 40 rpm (e.g., 30 rpm).

While the thinning and weeding systems 100, 300 have been described asincluding the cutters 114, 314 with knives 132 that extend from the arms115, 315 of the cutters 114, 314 in a direction of travel of thethinning and weeding systems 100, 300, in some embodiments, a thinningand weeding system may include a cutter including knives that extendfrom the arms of the cutters in directions both along and opposed to adirection travel of the thinning and weeding system. For example, FIG. 9displays a perspective view of a portion of a thinning and weedingsystem 400 that includes a cutter 414 that includes wide-blade knives432. The thinning and weeding system 400 is substantially similar inconstruction and function to the thinning and weeding systems 100, 300,with the exception that the thinning and weeding system 400 includes thecutter 414 instead of the cutter 114 or the cutter 314. For example, thethinning and weeding system 400 includes the machine vision system 112,the lower frame 106, the inner wheels 108, the vertical adjustmentdevices 134, the motors 116, the actuators 136, and other components ofthe thinning and weeding system 100.

The cutter 414 is substantially similar in function to the cutter 114,with the exception that the cutter 414 includes the knives 432 thatextend from the arms 115 of the cutters 414 in directions both along andopposed to a direction travel of the thinning and weeding system 400. Insome examples, the cutter 414 may advantageously cover more ground andaccordingly cut more plant material (e.g., as compared to the cutter114) for a given rotational speed. As a result, the cutter 414 may berotated at a reduced angular speed (e.g., as compared to the angularspeed of the cutter 114) while still covering the same amount of ground.Additionally, support of the knives 432 by the arms 115 along centers ofthe knives 432 reduces the torque load placed on the arms 115 by theknives 432.

While the thinning and weeding systems 100, 300, 400 have been describedas including the cutters 114, 314, 414 that include four arms 115, 315,415 and four respective knives 132, 432 extending in a plane of thecutters 114, 314, 414, in some embodiments, a thinning and weedingsystem may include a cutter that has a different number of arms andknives. For example, FIG. 10 displays a perspective view of a portion ofa thinning and weeding system 500 that includes a cutter 514 thatincludes one arm 315 and one knife 132 extending from an end of the arm315. The thinning and weeding system 500 is substantially similar inconstruction and function to the thinning and weeding systems 100, 300,400, with the exception that the thinning and weeding system 500includes the cutter 514 instead of the cutter 114, 314, or 414. Forexample, the thinning and weeding system 500 includes the machine visionsystem 112, the lower frame 106, the inner wheels 108, the verticaladjustment devices 134, the motors 116, the actuators 136, and othercomponents of the thinning and weeding system 100.

The cutter 514 is substantially similar in function to the cutter 314,with the exception that the cutter 514 includes one arm 315 and oneknife 132 instead of four arms 315 and four knives 132. Accordingly, insome examples, the cutter 514 may not be rotated but instead may betranslated (e.g., pulled) along with the movement of the lower frame 106in order to destroy a series of undesired plants 103 and is operable torotate with respect to the lower frame 106 in order to cut the undesiredplants 103. In some examples, once the cutter 514 approaches a plant 103to be saved, the cutter 514 may be rotated such that the cutter 514passes over the plant 103. In some examples, the cutter 514 may berotated at a speed of about 100 rpm to about 140 rpm (e.g, 120 rpm). Thesingle-arm configuration of the cutter 514 provides the cutter 514 witha lower inertia than the cutter 314 and accordingly requires less powerto achieve a given rotational speed.

While the thinning and weeding system 100 has been described asoperating autonomously, in some embodiments, any of the thinning andweeding systems 100, 300, 400, 500 may be attached to a vehicle (e.g.,tractor) that is operable to pull the thinning and weeding system 100,300, 400, 500. For example, FIG. 11 displays the thinning and weedingsystem 100 attached to a tractor 109. The thinning and weeding systems100, 300, 400, 500 may be attached to the tractor 109 via a three-pointhitch or any other suitable attachment mechanisms known to a personskilled in the art. In the example of FIG. 11, the tractor 109 iscontrolled by an operator (e.g., who rides the tractor 109) using awireless monitor (not shown) to control the thinning and weeding system100 as the thinning and weeding system 100 travels along the beds 101 ofplants 103. Accordingly, the operator of the tractor 109 may determineone or more of the various operational parameters (e.g., a travel speed)of the thinning and weeding system 100.

Thus, while a number of examples have been described for illustrationpurposes, the foregoing description is not intended to limit the scopeof the invention, which is defined by the scope of the appended claims.There are and will be other examples and modifications within the scopeof the following claims.

1. A plant eradication system, comprising: a mobile chassis; a cameracarried by the mobile chassis and configured to generate images of aplurality of plants arranged in a bed as the mobile chassis is moved ina direction along the bed; a processor configured to determinerespective locations of the plurality of plants from the generatedimages; a controller configured to select one or more target plants fromamong the plurality of plants for eradication; and a rotary cuttercarried by the mobile chassis and rotatable about an axis extending inthe direction along which the mobile chassis is moved along the bed,wherein the rotary cutter is responsive to the controller to acceleratea blade of the rotary cutter to strike a selected plant as the mobilechassis is moved along the bed, and to decelerate the blade to avoideradicating unselected plants as the mobile chassis is moved along thebed.
 2. The plant eradication system of claim 1, wherein the axis aboutwhich the rotary cutter is rotatable extends parallel to the directionalong which the mobile chassis is moved.
 3. The plant eradication systemof claim 1, wherein the controller is further configured to compare therespective locations of the plurality of plants to a predeterminedspacing and to identify one or more plants that are positioned withinthe predetermined spacing as the one or more target plants.
 4. The planteradication system of claim 1, wherein the blade of the rotatory cutteris configured to sever leaves and stems of the selected plant toeradicate the selected plant.
 5. The plant eradication system of claim1, wherein the processor is further configured to identify one or moreweeds in the bed using a recognition algorithm, and wherein the rotarycutter is further responsive to the controller to cut the one or moreweeds.
 6. The plant eradication system of claim 1, wherein the rotarycutter comprises arms extending from a rotational center of the rotarycutter and defining gaps therebetween, and wherein the rotary cuttercomprises blades that extend from ends of the arms, respectively.
 7. Theplant eradication system of claim 6, wherein the rotary cutter isresponsive to the controller to position itself such that the unselectedplants pass through the gaps.
 8. The plant eradication system of claim1, wherein the rotary cutter comprises an arm extending from arotational center of the rotary cutter, the blade extending from an endof the arm and being configured to cut the plurality of plants.
 9. Theplant eradication system of claim 1, wherein the rotary cutter,responsive to the controller, is configured to be dragged by the mobilechassis to eradicate the one or more target plants.
 10. The planteradication system of claim 1, further comprising: a floating frame bywhich the rotary cutter is vertically movable, the floating frameconfigured to move vertically as a function of a height of a surface ofthe bed; and an actuator configured to translate the rotary cutter tomove the rotary cutter, responsive to the controller, in a lateraldirection to eradicate the one or more target plants.
 11. A planteradication system, comprising: a vision system carried by a mobilechassis and configured to identify and locate a plurality of plantsarranged in a bed as the mobile chassis is moved along the bed; and arotary cutter carried by the mobile chassis and responsive to acontroller to accelerate a blade of the rotary cutter to strike a plantof the plurality of plants that is selected for eradication as themobile chassis is moved along the bed, and to decelerate the blade toavoid eradicating unselected plants of the plurality of plants as themobile chassis is moved along the bed.
 12. The plant eradication systemof claim 11, further comprising: a camera configured to generate imagesof the plurality of plants arranged in the bed; and a processorconfigured to identify the plurality of plants in the images using arecognition algorithm.
 13. The plant eradication system of claim 12,wherein the processor is further configured to identify one or moreweeds in the bed using the recognition algorithm, and wherein the rotarycutter is further responsive to the controller to cut the one or moreweeds.
 14. The plant eradication system of claim 11, wherein thecontroller is configured to compare respective locations of theplurality of plants to a predetermined spacing and to identify one ormore plants that are positioned within the predetermined spacing as oneor more target plants to be eradicated.
 15. The plant eradication systemof claim 11, wherein the blade of the rotatory cutter is configured tosever leaves and stems of the plant selected for eradication toeradicate the plant.
 16. The plant eradication system of claim 11,wherein the rotary cutter comprises arms extending from a rotationalcenter of the rotary cutter and defining gaps therebetween, and whereinthe rotary cutter comprises blades that extend from ends of the arms,respectively.
 17. The plant eradication system of claim 11, wherein therotary cutter is responsive to the controller to position itself suchthat the unselected plants pass through the gaps.
 18. The planteradication system of claim 11, wherein the rotary cutter comprises anarm extending from a rotational center of the rotary cutter, the bladeextending from an end of the arm and being configured to cut theplurality of plants.
 19. The plant eradication system of claim 11,wherein the rotary cutter, responsive to the controller, is configuredto be dragged by the mobile chassis to eradicate one or more targetplants selected from among the plurality of plants for eradication. 20.The plant eradication system of claim 11, further comprising: a floatingframe by which the rotary cutter is vertically movable, the floatingframe configured to move vertically as a function of a height of asurface of the bed; and an actuator configured to translate the rotarycutter to move the rotary cutter, responsive to the controller, in alateral direction to eradicate the plant selected for eradication.